Collated a list of useful open access work related to surgical phase recognition.
The following collection of content is divided into 6 parts:
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Surgical Artificial Intelligence
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Surgical phase recognition
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LSTM, RNN and VAE
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Transformers and Attention based mechanism
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Self-Supervised Learning
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Other Links
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Gesture Recognition in Robotic Surgery: A Review, [Paper]
- Beatrice van Amsterdam, Matthew J. Clarkson, Danail Stoyanov
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Cross-modal self-supervised representation learning for gesture and skill recognition in robotic surgery, MICCAI 2021, [Paper]
- Jie Ying Wu, Aniruddha Tamhane, Peter Kazanzides & Mathias Unberath
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What is Artificial Intelligence Surgery?, [Paper]
- Andrew A. Gumbs , Silvana Perretta , Bernard d’Allemagne , Elie Chouillard
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IRCAD online course - Artificial intelligence (AI) and surgery, [Paper]
- Surgical Data Science -- from Concepts to Clinical Translation, [Paper]
- Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins